Google Play Reviews Scraper

Scrape and monitor app reviews from Google Play — ratings, review text and per-review sentiment for review monitoring.

Public reviews only — reviewer identities are shown exactly as published on the source platform.

📊 Sample Output

appId	appTitle	reviewId	userName	sentimentLabel	at
com.spotify.music	Spotify: Music and Podcasts	354d3bf5-3782-4f4c-b3f5-010f3caebd76	Md Tawsin	negative	2026-09-23T23:56:13Z
com.spotify.music	Spotify: Music and Podcasts	199b6d20-01a9-47b3-b654-ce516b55c1e8	Elizabeth Pritchard	negative	2026-09-23T23:56:07Z
com.spotify.music	Spotify: Music and Podcasts	a4b12067-aa4c-4746-b39c-173f17e08124	Davon McClendon	negative	2026-09-23T23:45:59Z
com.spotify.music	Spotify: Music and Podcasts	1e1da679-690a-4900-87ea-eae39734f070	Donald Kerslake	negative	2026-09-23T23:40:46Z
com.spotify.music	Spotify: Music and Podcasts	2c60060c-5b55-4db8-8e69-e12ea93a506f	Salman Ahmad	positive	2026-09-23T23:38:10Z
com.spotify.music	Spotify: Music and Podcasts	ac9626a8-4abd-4a4a-b108-7b81a449137e	Bella Cogar	negative	2026-09-23T23:34:57Z

Real rows from run htpSwgFMuRofLqDmt on build 0.0.10 (2026-09-25), unedited apart from masked emails/phones and shortened long text; fields the source does not publish are empty.

⚙️ Sample inputs

This is the Store example input — the same input Apify's automated check runs — so it is proven to return rows on the current build. Paste it into the input form, or send it through the API, CLI or a schedule:

{
  "appIds": [
    "com.spotify.music",
    "com.whatsapp"
  ]
}

🔧 Input reference

Field	Type	Default	What it does
appIds (required)	array	["com.spotify.music", "com.whatsapp"]	Google Play app IDs (package names like com.spotify.music) or full Play Store URLs.
maxReviewsPerApp	integer	100	Cap reviews (and cost) per app. Max 500.
sort	string (newest, rating, relevant)	"newest"	newest, rating, or relevant.
filterScore	integer		1–5 to return only reviews with that rating. Leave empty for all.
country	string	"us"	Store country, e.g. us, gb, in.
language	string	"en"	Review language, e.g. en.
maxApps	integer	10	Maximum number of apps processed per run.

🧾 JSON sample record

One real record from run htpSwgFMuRofLqDmt (emails/phones masked, long text shortened):

{
  "appId": "com.spotify.music",
  "appTitle": "Spotify: Music and Podcasts",
  "reviewId": "354d3bf5-3782-4f4c-b3f5-010f3caebd76",
  "userName": "Md Tawsin",
  "score": 2,
  "sentimentLabel": "negative",
  "content": "when I use it at phone half of app doesn't work even if I try everything",
  "thumbsUpCount": 0,
  "at": "2026-09-23T23:56:13Z",
  "appVersion": "9.1.84.2231",
  "replyContent": "Hi. Thanks for reporting this to us. Have you tried a quick reinstall? If that doesn't help, we'd recommend reaching out to our Customer Service at support.spotify.com. Just search “Contact Us”, and they'll be happy to help.",
  "repliedAt": "2026-09-24T13:54:43Z"
}

💰 Pricing

Event	Price (USD)	When it is charged
Actor Start (apify-actor-start)	$5e-05	Charged when the Actor starts running. Number of events charged depends on Actor memory (one event per GB, minimum one event).
review (apify-default-dataset-item)	$0.003	One review returned.

Pay-per-event: you pay only for what the run delivers. A run that delivers nothing bills no result events (only the actor-start event, when the actor defines one). Example: a run that delivers 100 results costs 100 × $0.003 = $0.30 plus the start fee.

🔗 Related Actors

More from the NexGenData Social, video & reviews family:

• Capterra Review Firehose — B2B Software Reviews API
• Google Play Store Scraper — App Metadata & ASO Data API
• iOS App Store Reviews Scraper — No API Key, Pay Per Record
• Podcast Episodes Scraper — Episode Metadata API

8 more in this family on the NexGenData Store page.

⏰ Run this as a weekly review monitor (recommended)

New reviews land continuously. Schedule a weekly sweep (0 8 * * 1) and catch fresh reviews as they post — always-on review monitoring.

📊 What you get

Clean JSON, one record per review (full output has 12 fields):

• appId — App Id
• appTitle — App Title
• reviewId — Review Id
• userName — User Name
• score — Score
• sentimentLabel — Sentiment Label
• content — Content
• thumbsUpCount — Thumbs Up Count
• at — At
• appVersion — App Version

Pricing: $0.003 per review (Pay-Per-Event) — about 333 reviews per $1.

🤖 Use with AI agents

Point Claude, the OpenAI Agents SDK, an n8n flow or any MCP-aware client at it and pull data on demand.

Agentic payments (x402): Supports agentic payment via x402 — agents can call this actor with USDC, no API key required.

🔗 Related actors

Review & app intelligence family — monitor reviews across every platform, score them, pipe them to Notion:

Apple App Store · Google Play Store · iOS App Store Reviews · Google Maps Reviews · Amazon Reviews · Capterra Reviews · AI Sentiment Analyzer · Review Intelligence to Notion

Agent front door — Review Intelligence MCP: Review Intelligence MCP

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Public web data, assembled for research and monitoring.